Personal Gym Trainer
We present an for youth who are interested in exercises/yoga and for elderly people suffering from musculoskeletal disorders needing physiotherapist. The system guides its users through a sequence of exercises and tests. Each exercise is demonstrat
Project Title
Personal Gym Trainer
Project Area of Specialization
Project Summary
We present an for youth who are interested in exercises/yoga and for elderly people suffering from musculoskeletal disorders needing physiotherapist.
The system guides its users through a sequence of exercises and tests. Each exercise is demonstrated by a pre-recorded video of a coach,checked for correct execution and qualitatively evaluated. Automatic coaching advices are generated in order to improve the execution. Performance measurements are shown as an immediate feedback to the user.
Project Objectives
In traditional rehabilitation approach, patient is guided by a trained physical therapist, which observes and assists the patient to perform the tasks correctly. This process, however, is labour intensive, time consuming and often very subjective. Patient often perceives the repetitive tasks as dull and non-engaging, which is consequently reducing patient’s level of engagement.
Computer assisted coaching provides objective measurement of the performance, and has the potential to increase patient’s motivation for home exercises, when not under direct coach’s supervision.
Project Implementation Method
Each exercise proceeds through three stages:
1)Teaching-demonstration of the routine(using prerecorded video of coach)
2)Execution-computer assisted exercise by the user
3)final evaluation of the performance
Automated coaching system architecture:(It may change subjected to certain scenario or complications ideally it will be like that)
Benefits of the Project
expenditure on personal trainers and physiotherapist will cut down to nill as it's disrupting the traditional approach of learning exercises
providing:
Real time objective feed back on exercise execution
counting repetitions
advices to improve execution
so It's adding value in health and well being of people
Moreover if you widen the scope of it what we're doing as part of it pose estimation can through kinect it can used in security purpose if used in security cameras to genearate threat alerts making them not just passive cameras but active/responsive
Technical Details of Final Deliverable
Microsoft Kinect camera is used to measure movements of user.several assumptions are fulfilled: the user is within the 2-4 meter range of the Kinect, facing the camera approximately frontally, and there are no significant occlusions.
AI for human pose estimation either by multiclass svm or NN-lstm
console would be required smart tv/console like that comes with xbox for streaming and running application
Final Deliverable of the Project
Type of Industry
Technologies
Sustainable Development Goals
Required Resources
| Item Name | Type | No. of Units | Per Unit Cost (in Rs) | Total (in Rs) |
|---|---|---|---|---|
| kinect Sensor | Equipment | 1 | 10000 | 10000 |
| streaming console/tv | Equipment | 1 | 25000 | 25000 |
| installation stand/hardware for sensor-installation cost | Equipment | 1 | 2000 | 2000 |
| Total in (Rs) | 37000 |
If you need this project, please contact me on contact@adikhanofficial.com
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